Improving the Accuracy of Network Intrusion Detection with Causal Machine Learning

Table 5

Time required to construct the learning curve.

Number of types of cyberattacks	Algorithm
	Z-score	SMOTE	CFS	CRFS
1	483	370	154	90
11	679	671	431	314